Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 729308 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 93.9 MiB |
| Average record size in memory | 135.0 B |
Variable types
| NUM | 15 |
|---|---|
| CAT | 7 |
| BOOL | 1 |
dropoff_datetime_hour is highly correlated with pickup_datetime_hour | High correlation |
pickup_datetime_hour is highly correlated with dropoff_datetime_hour | High correlation |
dropoff_datetime_woy is highly correlated with pickup_datetime_woy | High correlation |
pickup_datetime_woy is highly correlated with dropoff_datetime_woy | High correlation |
dropoff_datetime_doy is highly correlated with pickup_datetime_doy | High correlation |
pickup_datetime_doy is highly correlated with dropoff_datetime_doy | High correlation |
dropoff_datetime_moy is highly correlated with pickup_datetime_moy | High correlation |
pickup_datetime_moy is highly correlated with dropoff_datetime_moy | High correlation |
dropoff_datetime_dow is highly correlated with pickup_datetime_dow | High correlation |
pickup_datetime_dow is highly correlated with dropoff_datetime_dow | High correlation |
pickup_longitude is highly skewed (γ1 = -444.2406389) | Skewed |
pickup_latitude is highly skewed (γ1 = 35.3716491) | Skewed |
dropoff_longitude is highly skewed (γ1 = -449.9053254) | Skewed |
dropoff_latitude is highly skewed (γ1 = -23.50426371) | Skewed |
trip_duration is highly skewed (γ1 = 25.58353865) | Skewed |
distance is highly skewed (γ1 = 40.98349517) | Skewed |
speed is highly skewed (γ1 = 194.6545591) | Skewed |
df_index has unique values | Unique |
id has unique values | Unique |
pickup_datetime_hour has 26722 (3.7%) zeros | Zeros |
dropoff_datetime_hour has 28910 (4.0%) zeros | Zeros |
Reproduction
| Analysis started | 2020-12-24 16:25:47.298799 |
|---|---|
| Analysis finished | 2020-12-24 16:27:42.250453 |
| Duration | 1 minute and 54.95 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 729308 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 364661.1247 |
|---|---|
| Minimum | 0 |
| Maximum | 729321 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 36466.35 |
| Q1 | 182331.75 |
| median | 364661.5 |
| Q3 | 546991.25 |
| 95-th percentile | 692855.65 |
| Maximum | 729321 |
| Range | 729321 |
| Interquartile range (IQR) | 364659.5 |
Descriptive statistics
| Standard deviation | 210537.1167 |
|---|---|
| Coefficient of variation (CV) | 0.5773500448 |
| Kurtosis | -1.199995945 |
| Mean | 364661.1247 |
| Median Absolute Deviation (MAD) | 182330 |
| Skewness | -6.839068838e-07 |
| Sum | 2.659502755e+11 |
| Variance | 4.432587749e+10 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 538028 | 1 | < 0.1% | |
| 726472 | 1 | < 0.1% | |
| 568767 | 1 | < 0.1% | |
| 566718 | 1 | < 0.1% | |
| 572861 | 1 | < 0.1% | |
| 570812 | 1 | < 0.1% | |
| 560571 | 1 | < 0.1% | |
| 558522 | 1 | < 0.1% | |
| 564665 | 1 | < 0.1% | |
| Other values (729298) | 729298 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 729321 | 1 | < 0.1% | |
| 729320 | 1 | < 0.1% | |
| 729319 | 1 | < 0.1% | |
| 729318 | 1 | < 0.1% | |
| 729317 | 1 | < 0.1% |
| Distinct | 729308 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.6 MiB |
| id0764556 | 1 |
|---|---|
| id2007948 | 1 |
| id3832513 | 1 |
| id0660360 | 1 |
| id3379066 | 1 |
| Other values (729303) |
| Value | Count | Frequency (%) | |
| id0764556 | 1 | < 0.1% | |
| id2007948 | 1 | < 0.1% | |
| id3832513 | 1 | < 0.1% | |
| id0660360 | 1 | < 0.1% | |
| id3379066 | 1 | < 0.1% | |
| id3690175 | 1 | < 0.1% | |
| id2446368 | 1 | < 0.1% | |
| id3461464 | 1 | < 0.1% | |
| id3098279 | 1 | < 0.1% | |
| id1425146 | 1 | < 0.1% | |
| Other values (729298) | 729298 | > 99.9% |
Unique
| Unique | 729308 ? |
|---|---|
| Unique (%) | 100.0% |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
vendor_id
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.3 KiB |
| 2 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 390477 | 53.5% | |
| 1 | 338831 | 46.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
passenger_count
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.6 KiB |
| 1 | |
|---|---|
| 2 | |
| 5 | 38926 |
| 3 | 29692 |
| 6 | 24107 |
| Other values (4) | 14084 |
| Value | Count | Frequency (%) | |
| 1 | 517403 | 70.9% | |
| 2 | 105096 | 14.4% | |
| 5 | 38926 | 5.3% | |
| 3 | 29692 | 4.1% | |
| 6 | 24107 | 3.3% | |
| 4 | 14050 | 1.9% | |
| 0 | 32 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 19727 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -73.97351416 |
|---|---|
| Minimum | -121.933342 |
| Maximum | -65.89738464 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | -121.933342 |
|---|---|
| 5-th percentile | -74.00688171 |
| Q1 | -73.99185944 |
| median | -73.98175812 |
| Q3 | -73.96736145 |
| 95-th percentile | -73.89160156 |
| Maximum | -65.89738464 |
| Range | 56.03595734 |
| Interquartile range (IQR) | 0.02449798584 |
Descriptive statistics
| Standard deviation | 0.06975319339 |
|---|---|
| Coefficient of variation (CV) | -0.0009429482184 |
| Kurtosis | 306798.7741 |
| Mean | -73.97351416 |
| Median Absolute Deviation (MAD) | 0.01175689697 |
| Skewness | -444.2406389 |
| Sum | -53949475.67 |
| Variance | 0.004865507988 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -73.98213959 | 317 | < 0.1% | |
| -73.98220062 | 316 | < 0.1% | |
| -73.98210144 | 308 | < 0.1% | |
| -73.98226166 | 297 | < 0.1% | |
| -73.98209381 | 296 | < 0.1% | |
| -73.98220825 | 288 | < 0.1% | |
| -73.98223877 | 286 | < 0.1% | |
| -73.9822464 | 285 | < 0.1% | |
| -73.9821167 | 284 | < 0.1% | |
| -73.98238373 | 283 | < 0.1% | |
| Other values (19717) | 726348 | 99.6% |
| Value | Count | Frequency (%) | |
| -121.933342 | 1 | < 0.1% | |
| -79.56973267 | 1 | < 0.1% | |
| -78.54740143 | 1 | < 0.1% | |
| -77.89601898 | 1 | < 0.1% | |
| -77.03943634 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| -65.89738464 | 1 | < 0.1% | |
| -70.51190186 | 1 | < 0.1% | |
| -71.8816452 | 1 | < 0.1% | |
| -72.07433319 | 1 | < 0.1% | |
| -72.4212265 | 1 | < 0.1% |
| Distinct | 39775 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.7509192 |
|---|---|
| Minimum | 34.7122345 |
| Maximum | 51.88108444 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 34.7122345 |
|---|---|
| 5-th percentile | 40.70815659 |
| Q1 | 40.73733521 |
| median | 40.75407028 |
| Q3 | 40.76831436 |
| 95-th percentile | 40.78828049 |
| Maximum | 51.88108444 |
| Range | 17.16884995 |
| Interquartile range (IQR) | 0.03097915649 |
Descriptive statistics
| Standard deviation | 0.03359367798 |
|---|---|
| Coefficient of variation (CV) | 0.0008243661405 |
| Kurtosis | 19349.80421 |
| Mean | 40.7509192 |
| Median Absolute Deviation (MAD) | 0.01529312134 |
| Skewness | 35.3716491 |
| Sum | 29719971.38 |
| Variance | 0.0011285352 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 40.77410126 | 202 | < 0.1% | |
| 40.77407837 | 201 | < 0.1% | |
| 40.77412033 | 197 | < 0.1% | |
| 40.77408981 | 196 | < 0.1% | |
| 40.77405167 | 196 | < 0.1% | |
| 40.77410889 | 194 | < 0.1% | |
| 40.77415848 | 182 | < 0.1% | |
| 40.7741394 | 181 | < 0.1% | |
| 40.77407074 | 171 | < 0.1% | |
| 40.77413177 | 167 | < 0.1% | |
| Other values (39765) | 727421 | 99.7% |
| Value | Count | Frequency (%) | |
| 34.7122345 | 1 | < 0.1% | |
| 35.31030655 | 1 | < 0.1% | |
| 37.38938141 | 1 | < 0.1% | |
| 37.777771 | 1 | < 0.1% | |
| 38.89884949 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 51.88108444 | 1 | < 0.1% | |
| 43.91176224 | 1 | < 0.1% | |
| 43.48688507 | 1 | < 0.1% | |
| 43.13965225 | 1 | < 0.1% | |
| 42.45894241 | 1 | < 0.1% |
| Distinct | 27891 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -73.97342304 |
|---|---|
| Minimum | -121.9333038 |
| Maximum | -65.89738464 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | -121.9333038 |
|---|---|
| 5-th percentile | -74.00753021 |
| Q1 | -73.99131775 |
| median | -73.97975922 |
| Q3 | -73.96303558 |
| 95-th percentile | -73.92024994 |
| Maximum | -65.89738464 |
| Range | 56.03591919 |
| Interquartile range (IQR) | 0.02828216553 |
Descriptive statistics
| Standard deviation | 0.0695878374 |
|---|---|
| Coefficient of variation (CV) | -0.0009407140366 |
| Kurtosis | 309935.976 |
| Mean | -73.97342304 |
| Median Absolute Deviation (MAD) | 0.01315307617 |
| Skewness | -449.9053254 |
| Sum | -53949409.21 |
| Variance | 0.004842467114 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| -73.98233032 | 239 | < 0.1% | |
| -73.98209381 | 224 | < 0.1% | |
| -73.99140167 | 222 | < 0.1% | |
| -73.9821167 | 220 | < 0.1% | |
| -73.9822464 | 217 | < 0.1% | |
| -73.98220062 | 212 | < 0.1% | |
| -73.98222351 | 212 | < 0.1% | |
| -73.98235321 | 208 | < 0.1% | |
| -73.99134064 | 206 | < 0.1% | |
| -73.99137878 | 205 | < 0.1% | |
| Other values (27881) | 727143 | 99.7% |
| Value | Count | Frequency (%) | |
| -121.9333038 | 1 | < 0.1% | |
| -80.3554306 | 1 | < 0.1% | |
| -79.81797791 | 1 | < 0.1% | |
| -79.78613281 | 1 | < 0.1% | |
| -79.51861572 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| -65.89738464 | 1 | < 0.1% | |
| -70.51190186 | 1 | < 0.1% | |
| -71.8816452 | 1 | < 0.1% | |
| -72.02240753 | 1 | < 0.1% | |
| -72.4212265 | 1 | < 0.1% |
| Distinct | 53578 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.75177559 |
|---|---|
| Minimum | 32.1811409 |
| Maximum | 43.92102814 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 32.1811409 |
|---|---|
| 5-th percentile | 40.69980621 |
| Q1 | 40.7359314 |
| median | 40.75450897 |
| Q3 | 40.76974106 |
| 95-th percentile | 40.79736328 |
| Maximum | 43.92102814 |
| Range | 11.73988724 |
| Interquartile range (IQR) | 0.03380966187 |
Descriptive statistics
| Standard deviation | 0.03603704846 |
|---|---|
| Coefficient of variation (CV) | 0.0008843062159 |
| Kurtosis | 5639.454966 |
| Mean | 40.75177559 |
| Median Absolute Deviation (MAD) | 0.01668930054 |
| Skewness | -23.50426371 |
| Sum | 29720595.95 |
| Variance | 0.001298668862 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 40.75014877 | 145 | < 0.1% | |
| 40.75017166 | 137 | < 0.1% | |
| 40.75003815 | 136 | < 0.1% | |
| 40.75014114 | 132 | < 0.1% | |
| 40.77433014 | 126 | < 0.1% | |
| 40.75009155 | 126 | < 0.1% | |
| 40.75019836 | 125 | < 0.1% | |
| 40.75011826 | 124 | < 0.1% | |
| 40.75598145 | 123 | < 0.1% | |
| 40.77431107 | 122 | < 0.1% | |
| Other values (53568) | 728012 | 99.8% |
| Value | Count | Frequency (%) | |
| 32.1811409 | 1 | < 0.1% | |
| 35.17354584 | 1 | < 0.1% | |
| 37.38951111 | 1 | < 0.1% | |
| 37.777771 | 1 | < 0.1% | |
| 38.47829819 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 43.92102814 | 1 | < 0.1% | |
| 43.91176224 | 1 | < 0.1% | |
| 43.48688507 | 1 | < 0.1% | |
| 43.13965225 | 1 | < 0.1% | |
| 42.45894241 | 1 | < 0.1% |
store_and_fwd_flag
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.3 KiB |
| N | |
|---|---|
| Y | 4040 |
| Value | Count | Frequency (%) | |
| N | 725268 | 99.4% | |
| Y | 4040 | 0.6% |
| Distinct | 6294 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 949.5877009 |
|---|---|
| Minimum | 2 |
| Maximum | 86391 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 180 |
| Q1 | 397 |
| median | 663 |
| Q3 | 1075 |
| 95-th percentile | 2102 |
| Maximum | 86391 |
| Range | 86389 |
| Interquartile range (IQR) | 678 |
Descriptive statistics
| Standard deviation | 3127.54733 |
|---|---|
| Coefficient of variation (CV) | 3.293584497 |
| Kurtosis | 684.7457004 |
| Mean | 949.5877009 |
| Median Absolute Deviation (MAD) | 311 |
| Skewness | 25.58353865 |
| Sum | 692541907 |
| Variance | 9781552.304 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 348 | 830 | 0.1% | |
| 368 | 808 | 0.1% | |
| 363 | 808 | 0.1% | |
| 388 | 805 | 0.1% | |
| 358 | 798 | 0.1% | |
| 404 | 793 | 0.1% | |
| 337 | 791 | 0.1% | |
| 376 | 788 | 0.1% | |
| 307 | 787 | 0.1% | |
| 354 | 787 | 0.1% | |
| Other values (6284) | 721313 | 98.9% |
| Value | Count | Frequency (%) | |
| 2 | 102 | < 0.1% | |
| 3 | 163 | < 0.1% | |
| 4 | 139 | < 0.1% | |
| 5 | 136 | < 0.1% | |
| 6 | 95 | < 0.1% |
| Value | Count | Frequency (%) | |
| 86391 | 1 | < 0.1% | |
| 86387 | 1 | < 0.1% | |
| 86378 | 1 | < 0.1% | |
| 86377 | 1 | < 0.1% | |
| 86369 | 2 | < 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.4 KiB |
| 3 | |
|---|---|
| 4 | |
| 5 | |
| 2 | |
| 6 |
| Value | Count | Frequency (%) | |
| 3 | 128314 | 17.6% | |
| 4 | 125630 | 17.2% | |
| 5 | 124200 | 17.0% | |
| 2 | 119361 | 16.4% | |
| 6 | 117406 | 16.1% | |
| 1 | 114397 | 15.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.61177308 |
|---|---|
| Minimum | 0 |
| Maximum | 23 |
| Zeros | 26722 |
| Zeros (%) | 3.7% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 9 |
| median | 14 |
| Q3 | 19 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.402809936 |
|---|---|
| Coefficient of variation (CV) | 0.4703876489 |
| Kurtosis | -0.7222696722 |
| Mean | 13.61177308 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.4455755069 |
| Sum | 9927175 |
| Variance | 40.99597507 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 18 | 45404 | 6.2% | |
| 19 | 45261 | 6.2% | |
| 20 | 42165 | 5.8% | |
| 21 | 42045 | 5.8% | |
| 22 | 40293 | 5.5% | |
| 17 | 38313 | 5.3% | |
| 14 | 37120 | 5.1% | |
| 12 | 35818 | 4.9% | |
| 15 | 35687 | 4.9% | |
| 13 | 35629 | 4.9% | |
| Other values (14) | 331573 | 45.5% |
| Value | Count | Frequency (%) | |
| 0 | 26722 | 3.7% | |
| 1 | 19243 | 2.6% | |
| 2 | 13960 | 1.9% | |
| 3 | 10424 | 1.4% | |
| 4 | 7827 | 1.1% |
| Value | Count | Frequency (%) | |
| 23 | 35068 | 4.8% | |
| 22 | 40293 | 5.5% | |
| 21 | 42045 | 5.8% | |
| 20 | 42165 | 5.8% | |
| 19 | 45261 | 6.2% |
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.84390134 |
|---|---|
| Minimum | 1 |
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 13 |
| Q3 | 20 |
| 95-th percentile | 25 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.558288252 |
|---|---|
| Coefficient of variation (CV) | 0.6181991652 |
| Kurtosis | 3.948221195 |
| Mean | 13.84390134 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.178425445 |
| Sum | 10096468 |
| Variance | 73.24429781 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 14 | 30411 | 4.2% | |
| 15 | 30079 | 4.1% | |
| 9 | 30059 | 4.1% | |
| 18 | 29792 | 4.1% | |
| 11 | 29563 | 4.1% | |
| 6 | 29480 | 4.0% | |
| 8 | 29361 | 4.0% | |
| 20 | 29325 | 4.0% | |
| 10 | 28878 | 4.0% | |
| 19 | 28829 | 4.0% | |
| Other values (17) | 433531 | 59.4% |
| Value | Count | Frequency (%) | |
| 1 | 26474 | 3.6% | |
| 2 | 28286 | 3.9% | |
| 3 | 22681 | 3.1% | |
| 4 | 26983 | 3.7% | |
| 5 | 28110 | 3.9% |
| Value | Count | Frequency (%) | |
| 53 | 9973 | 1.4% | |
| 26 | 14949 | 2.0% | |
| 25 | 27084 | 3.7% | |
| 24 | 27143 | 3.7% | |
| 23 | 27798 | 3.8% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.6 KiB |
| 4 | |
|---|---|
| 5 | |
| 3 | |
| 2 | |
| 1 | |
| Other values (2) |
| Value | Count | Frequency (%) | |
| 4 | 111744 | 15.3% | |
| 5 | 110249 | 15.1% | |
| 3 | 109344 | 15.0% | |
| 2 | 105071 | 14.4% | |
| 1 | 101252 | 13.9% | |
| 6 | 97679 | 13.4% | |
| 0 | 93969 | 12.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 182 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.88311386 |
|---|---|
| Minimum | 1 |
| Maximum | 182 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 48 |
| median | 92 |
| Q3 | 136 |
| 95-th percentile | 173 |
| Maximum | 182 |
| Range | 181 |
| Interquartile range (IQR) | 88 |
Descriptive statistics
| Standard deviation | 51.55562169 |
|---|---|
| Coefficient of variation (CV) | 0.5611000708 |
| Kurtosis | -1.159208695 |
| Mean | 91.88311386 |
| Median Absolute Deviation (MAD) | 44 |
| Skewness | -0.001481419285 |
| Sum | 67011090 |
| Variance | 2657.982128 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 100 | 4900 | 0.7% | |
| 107 | 4846 | 0.7% | |
| 65 | 4784 | 0.7% | |
| 72 | 4682 | 0.6% | |
| 64 | 4673 | 0.6% | |
| 58 | 4669 | 0.6% | |
| 106 | 4658 | 0.6% | |
| 128 | 4651 | 0.6% | |
| 99 | 4638 | 0.6% | |
| 93 | 4634 | 0.6% | |
| Other values (172) | 682173 | 93.5% |
| Value | Count | Frequency (%) | |
| 1 | 3588 | 0.5% | |
| 2 | 3228 | 0.4% | |
| 3 | 3157 | 0.4% | |
| 4 | 3341 | 0.5% | |
| 5 | 3594 | 0.5% |
| Value | Count | Frequency (%) | |
| 182 | 3877 | 0.5% | |
| 181 | 3838 | 0.5% | |
| 180 | 3632 | 0.5% | |
| 179 | 3602 | 0.5% | |
| 178 | 3590 | 0.5% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.6 KiB |
| 3 | |
|---|---|
| 4 | |
| 5 | |
| 2 | |
| 6 | |
| Other values (2) |
| Value | Count | Frequency (%) | |
| 3 | 128282 | 17.6% | |
| 4 | 125629 | 17.2% | |
| 5 | 124235 | 17.0% | |
| 2 | 119358 | 16.4% | |
| 6 | 117380 | 16.1% | |
| 1 | 114371 | 15.7% | |
| 7 | 53 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.60621987 |
|---|---|
| Minimum | 0 |
| Maximum | 23 |
| Zeros | 28910 |
| Zeros (%) | 4.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 9 |
| median | 14 |
| Q3 | 19 |
| 95-th percentile | 23 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.486347395 |
|---|---|
| Coefficient of variation (CV) | 0.4767192841 |
| Kurtosis | -0.7263072763 |
| Mean | 13.60621987 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.4637741247 |
| Sum | 9923125 |
| Variance | 42.07270253 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 19 | 46852 | 6.4% | |
| 18 | 44862 | 6.2% | |
| 20 | 42789 | 5.9% | |
| 21 | 41848 | 5.7% | |
| 22 | 40724 | 5.6% | |
| 23 | 36599 | 5.0% | |
| 15 | 36446 | 5.0% | |
| 14 | 36124 | 5.0% | |
| 17 | 36014 | 4.9% | |
| 12 | 35716 | 4.9% | |
| Other values (14) | 331334 | 45.4% |
| Value | Count | Frequency (%) | |
| 0 | 28910 | 4.0% | |
| 1 | 20885 | 2.9% | |
| 2 | 14887 | 2.0% | |
| 3 | 11013 | 1.5% | |
| 4 | 8474 | 1.2% |
| Value | Count | Frequency (%) | |
| 23 | 36599 | 5.0% | |
| 22 | 40724 | 5.6% | |
| 21 | 41848 | 5.7% | |
| 20 | 42789 | 5.9% | |
| 19 | 46852 | 6.4% |
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.84297718 |
|---|---|
| Minimum | 1 |
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 13 |
| Q3 | 20 |
| 95-th percentile | 25 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.555330412 |
|---|---|
| Coefficient of variation (CV) | 0.6180267656 |
| Kurtosis | 3.942279069 |
| Mean | 13.84297718 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.176534395 |
| Sum | 10095794 |
| Variance | 73.19367847 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 14 | 30409 | 4.2% | |
| 15 | 30080 | 4.1% | |
| 9 | 30048 | 4.1% | |
| 18 | 29795 | 4.1% | |
| 11 | 29564 | 4.1% | |
| 6 | 29471 | 4.0% | |
| 8 | 29365 | 4.0% | |
| 20 | 29321 | 4.0% | |
| 10 | 28882 | 4.0% | |
| 19 | 28831 | 4.0% | |
| Other values (17) | 433542 | 59.4% |
| Value | Count | Frequency (%) | |
| 1 | 26488 | 3.6% | |
| 2 | 28268 | 3.9% | |
| 3 | 22688 | 3.1% | |
| 4 | 26981 | 3.7% | |
| 5 | 28102 | 3.9% |
| Value | Count | Frequency (%) | |
| 53 | 9946 | 1.4% | |
| 26 | 14978 | 2.1% | |
| 25 | 27086 | 3.7% | |
| 24 | 27141 | 3.7% | |
| 23 | 27792 | 3.8% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 712.6 KiB |
| 4 | |
|---|---|
| 5 | |
| 3 | |
| 2 | |
| 1 | |
| Other values (2) |
| Value | Count | Frequency (%) | |
| 4 | 111509 | 15.3% | |
| 5 | 110286 | 15.1% | |
| 3 | 108918 | 14.9% | |
| 2 | 104940 | 14.4% | |
| 1 | 101141 | 13.9% | |
| 6 | 98558 | 13.5% | |
| 0 | 93956 | 12.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 183 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.89431214 |
|---|---|
| Minimum | 1 |
| Maximum | 183 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 48 |
| median | 92 |
| Q3 | 136 |
| 95-th percentile | 173 |
| Maximum | 183 |
| Range | 182 |
| Interquartile range (IQR) | 88 |
Descriptive statistics
| Standard deviation | 51.55641851 |
|---|---|
| Coefficient of variation (CV) | 0.5610403659 |
| Kurtosis | -1.159205774 |
| Mean | 91.89431214 |
| Median Absolute Deviation (MAD) | 44 |
| Skewness | -0.001492861615 |
| Sum | 67019257 |
| Variance | 2658.064289 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 100 | 4903 | 0.7% | |
| 107 | 4853 | 0.7% | |
| 65 | 4802 | 0.7% | |
| 72 | 4692 | 0.6% | |
| 58 | 4661 | 0.6% | |
| 128 | 4657 | 0.6% | |
| 106 | 4646 | 0.6% | |
| 64 | 4629 | 0.6% | |
| 93 | 4621 | 0.6% | |
| 44 | 4611 | 0.6% | |
| Other values (173) | 682233 | 93.5% |
| Value | Count | Frequency (%) | |
| 1 | 3552 | 0.5% | |
| 2 | 3221 | 0.4% | |
| 3 | 3173 | 0.4% | |
| 4 | 3344 | 0.5% | |
| 5 | 3595 | 0.5% |
| Value | Count | Frequency (%) | |
| 183 | 53 | < 0.1% | |
| 182 | 3864 | 0.5% | |
| 181 | 3830 | 0.5% | |
| 180 | 3637 | 0.5% | |
| 179 | 3594 | 0.5% |
| Distinct | 726232 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.138251114 |
|---|---|
| Minimum | 0 |
| Maximum | 771.0659931 |
| Zeros | 2897 |
| Zeros (%) | 0.4% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3703227188 |
| Q1 | 0.7659758823 |
| median | 1.302249156 |
| Q3 | 2.408757991 |
| 95-th percentile | 6.830951969 |
| Maximum | 771.0659931 |
| Range | 771.0659931 |
| Interquartile range (IQR) | 1.642782109 |
Descriptive statistics
| Standard deviation | 2.704898481 |
|---|---|
| Coefficient of variation (CV) | 1.265005061 |
| Kurtosis | 9795.507455 |
| Mean | 2.138251114 |
| Median Absolute Deviation (MAD) | 0.6611833846 |
| Skewness | 40.98349517 |
| Sum | 1559443.643 |
| Variance | 7.316475794 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 2897 | 0.4% | |
| 0.0002635704874 | 21 | < 0.1% | |
| 0.0002635704872 | 20 | < 0.1% | |
| 0.0002635704869 | 18 | < 0.1% | |
| 0.000790711461 | 13 | < 0.1% | |
| 0.0002635704867 | 12 | < 0.1% | |
| 0.0005271409739 | 10 | < 0.1% | |
| 0.0002635704876 | 8 | < 0.1% | |
| 0.0002635704865 | 8 | < 0.1% | |
| 0.0005271409741 | 8 | < 0.1% | |
| Other values (726222) | 726293 | 99.6% |
| Value | Count | Frequency (%) | |
| 0 | 2897 | 0.4% | |
| 0.0002635704858 | 1 | < 0.1% | |
| 0.0002635704858 | 1 | < 0.1% | |
| 0.0002635704861 | 1 | < 0.1% | |
| 0.0002635704861 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 771.0659931 | 1 | < 0.1% | |
| 357.2115437 | 1 | < 0.1% | |
| 339.1781185 | 1 | < 0.1% | |
| 198.9172154 | 1 | < 0.1% | |
| 195.5856845 | 1 | < 0.1% |
| Distinct | 726394 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.960500414 |
|---|---|
| Minimum | 0 |
| Maximum | 3504.845423 |
| Zeros | 2897 |
| Zeros (%) | 0.4% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.132438836 |
| Q1 | 5.669613674 |
| median | 7.951610556 |
| Q3 | 11.08760375 |
| 95-th percentile | 18.31075623 |
| Maximum | 3504.845423 |
| Range | 3504.845423 |
| Interquartile range (IQR) | 5.41799008 |
Descriptive statistics
| Standard deviation | 7.658905795 |
|---|---|
| Coefficient of variation (CV) | 0.8547408562 |
| Kurtosis | 77253.68241 |
| Mean | 8.960500414 |
| Median Absolute Deviation (MAD) | 2.597411864 |
| Skewness | 194.6545591 |
| Sum | 6534964.636 |
| Variance | 58.65883798 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 2897 | 0.4% | |
| 0.3162845849 | 4 | < 0.1% | |
| 0.1897707506 | 3 | < 0.1% | |
| 0.09488537561 | 2 | < 0.1% | |
| 0.07298875041 | 2 | < 0.1% | |
| 0.09488537546 | 2 | < 0.1% | |
| 0.03953557307 | 2 | < 0.1% | |
| 0.09182455677 | 2 | < 0.1% | |
| 0.1054281949 | 2 | < 0.1% | |
| 0.3558201576 | 2 | < 0.1% | |
| Other values (726384) | 726390 | 99.6% |
| Value | Count | Frequency (%) | |
| 0 | 2897 | 0.4% | |
| 1.665061704e-05 | 1 | < 0.1% | |
| 2.933512205e-05 | 1 | < 0.1% | |
| 3.437170215e-05 | 1 | < 0.1% | |
| 0.0004868034222 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3504.845423 | 1 | < 0.1% | |
| 2539.368708 | 1 | < 0.1% | |
| 876.1499935 | 1 | < 0.1% | |
| 874.957018 | 1 | < 0.1% | |
| 839.9344498 | 1 | < 0.1% |
trip_duration_minutes
Real number (ℝ)
| Distinct | 6294 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.370417623 |
|---|---|
| Minimum | -3.401197382 |
| Maximum | 7.27229422 |
| Zeros | 91 |
| Zeros (%) | < 0.1% |
| Memory size | 5.6 MiB |
Quantile statistics
| Minimum | -3.401197382 |
|---|---|
| 5-th percentile | 1.098612289 |
| Q1 | 1.889591718 |
| median | 2.402430428 |
| Q3 | 2.885731378 |
| 95-th percentile | 3.556299989 |
| Maximum | 7.27229422 |
| Range | 10.6734916 |
| Interquartile range (IQR) | 0.9961396599 |
Descriptive statistics
| Standard deviation | 0.7980667351 |
|---|---|
| Coefficient of variation (CV) | 0.3366776923 |
| Kurtosis | 4.049775234 |
| Mean | 2.370417623 |
| Median Absolute Deviation (MAD) | 0.4978384282 |
| Skewness | -0.3437861951 |
| Sum | 1728764.536 |
| Variance | 0.6369105137 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1.757857918 | 830 | 0.1% | |
| 1.813738376 | 808 | 0.1% | |
| 1.800058272 | 808 | 0.1% | |
| 1.866660777 | 805 | 0.1% | |
| 1.786188424 | 798 | 0.1% | |
| 1.907070316 | 793 | 0.1% | |
| 1.725738368 | 791 | 0.1% | |
| 1.835244581 | 788 | 0.1% | |
| 1.774952351 | 787 | 0.1% | |
| 1.632503185 | 787 | 0.1% | |
| Other values (6284) | 721313 | 98.9% |
| Value | Count | Frequency (%) | |
| -3.401197382 | 102 | < 0.1% | |
| -2.995732274 | 163 | < 0.1% | |
| -2.708050201 | 139 | < 0.1% | |
| -2.48490665 | 136 | < 0.1% | |
| -2.302585093 | 95 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7.27229422 | 1 | < 0.1% | |
| 7.272247918 | 1 | < 0.1% | |
| 7.272143731 | 1 | < 0.1% | |
| 7.272132153 | 1 | < 0.1% | |
| 7.272039532 | 2 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | id | vendor_id | passenger_count | pickup_longitude | pickup_latitude | dropoff_longitude | dropoff_latitude | store_and_fwd_flag | trip_duration | pickup_datetime_moy | pickup_datetime_hour | pickup_datetime_woy | pickup_datetime_dow | pickup_datetime_doy | dropoff_datetime_moy | dropoff_datetime_hour | dropoff_datetime_woy | dropoff_datetime_dow | dropoff_datetime_doy | distance | speed | trip_duration_minutes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | id1080784 | 2 | 1 | -73.953918 | 40.778873 | -73.963875 | 40.771164 | N | 400 | 2 | 16 | 9 | 0 | 60 | 2 | 16 | 9 | 0 | 60 | 0.745070 | 6.705632 | 1.897120 |
| 1 | 1 | id0889885 | 1 | 2 | -73.988312 | 40.731743 | -73.994751 | 40.694931 | N | 1100 | 3 | 23 | 10 | 4 | 71 | 3 | 23 | 10 | 4 | 71 | 2.565714 | 8.396883 | 2.908721 |
| 2 | 2 | id0857912 | 2 | 2 | -73.997314 | 40.721458 | -73.948029 | 40.774918 | N | 1635 | 2 | 17 | 7 | 6 | 52 | 2 | 18 | 7 | 6 | 52 | 4.505415 | 9.920181 | 3.305054 |
| 3 | 3 | id3744273 | 2 | 6 | -73.961670 | 40.759720 | -73.956779 | 40.780628 | N | 1141 | 1 | 9 | 1 | 1 | 5 | 1 | 10 | 1 | 1 | 5 | 1.467120 | 4.628950 | 2.945316 |
| 4 | 4 | id0232939 | 1 | 1 | -74.017120 | 40.708469 | -73.988182 | 40.740631 | N | 848 | 2 | 6 | 7 | 2 | 48 | 2 | 6 | 7 | 2 | 48 | 2.689630 | 11.418241 | 2.648536 |
| 5 | 5 | id1918069 | 2 | 2 | -73.993614 | 40.751884 | -73.995422 | 40.723862 | N | 1455 | 2 | 18 | 6 | 6 | 45 | 2 | 18 | 6 | 6 | 45 | 1.938501 | 4.796292 | 3.188417 |
| 6 | 6 | id2429028 | 1 | 1 | -73.965080 | 40.758915 | -73.976807 | 40.764107 | N | 397 | 4 | 20 | 16 | 2 | 111 | 4 | 20 | 16 | 2 | 111 | 0.710837 | 6.445873 | 1.889592 |
| 7 | 7 | id1663798 | 2 | 1 | -73.963890 | 40.765434 | -73.872429 | 40.774200 | N | 1101 | 6 | 16 | 24 | 6 | 171 | 6 | 17 | 24 | 6 | 171 | 4.824077 | 15.773550 | 2.909630 |
| 8 | 8 | id2436943 | 2 | 2 | -73.872887 | 40.774281 | -73.979019 | 40.761879 | N | 1886 | 3 | 19 | 13 | 0 | 88 | 3 | 19 | 13 | 0 | 88 | 5.619470 | 10.726453 | 3.447869 |
| 9 | 9 | id2933909 | 1 | 1 | -73.987823 | 40.740982 | -73.999153 | 40.686451 | N | 1429 | 4 | 22 | 14 | 6 | 101 | 4 | 22 | 14 | 6 | 101 | 3.814175 | 9.608837 | 3.170386 |
Last rows
| df_index | id | vendor_id | passenger_count | pickup_longitude | pickup_latitude | dropoff_longitude | dropoff_latitude | store_and_fwd_flag | trip_duration | pickup_datetime_moy | pickup_datetime_hour | pickup_datetime_woy | pickup_datetime_dow | pickup_datetime_doy | dropoff_datetime_moy | dropoff_datetime_hour | dropoff_datetime_woy | dropoff_datetime_dow | dropoff_datetime_doy | distance | speed | trip_duration_minutes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 729298 | 729312 | id3683137 | 2 | 1 | -73.984779 | 40.779781 | -73.998718 | 40.739777 | N | 1526 | 1 | 0 | 53 | 4 | 1 | 1 | 1 | 53 | 4 | 1 | 2.858708 | 6.744002 | 3.236061 |
| 729299 | 729313 | id3993907 | 1 | 1 | -73.994034 | 40.751015 | -74.003738 | 40.722240 | N | 1325 | 2 | 11 | 5 | 4 | 36 | 2 | 11 | 5 | 4 | 36 | 2.052004 | 5.575257 | 3.094823 |
| 729300 | 729314 | id3226129 | 2 | 2 | -73.987740 | 40.748222 | -73.949585 | 40.680737 | N | 1338 | 3 | 3 | 12 | 0 | 81 | 3 | 4 | 12 | 0 | 81 | 5.072936 | 13.649155 | 3.104587 |
| 729301 | 729315 | id3234032 | 1 | 1 | -73.984116 | 40.725372 | -73.982544 | 40.731377 | N | 110 | 6 | 6 | 26 | 1 | 180 | 6 | 6 | 26 | 1 | 180 | 0.422943 | 13.841767 | 0.606136 |
| 729302 | 729316 | id2031090 | 2 | 1 | -73.974487 | 40.783138 | -73.952629 | 40.772270 | N | 449 | 1 | 22 | 4 | 0 | 25 | 1 | 22 | 4 | 0 | 25 | 1.368133 | 10.969439 | 2.012678 |
| 729303 | 729317 | id3905982 | 2 | 2 | -73.965919 | 40.789780 | -73.952637 | 40.789181 | N | 296 | 5 | 13 | 20 | 5 | 142 | 5 | 13 | 20 | 5 | 142 | 0.696075 | 8.465780 | 1.596015 |
| 729304 | 729318 | id0102861 | 1 | 1 | -73.996666 | 40.737434 | -74.001320 | 40.731911 | N | 315 | 2 | 0 | 8 | 0 | 53 | 2 | 0 | 8 | 0 | 53 | 0.452797 | 5.174820 | 1.658228 |
| 729305 | 729319 | id0439699 | 1 | 1 | -73.997849 | 40.761696 | -74.001488 | 40.741207 | N | 673 | 4 | 18 | 15 | 4 | 106 | 4 | 19 | 15 | 4 | 106 | 1.428395 | 7.640745 | 2.417401 |
| 729306 | 729320 | id2078912 | 1 | 1 | -74.006706 | 40.708244 | -74.013550 | 40.713814 | N | 447 | 6 | 9 | 24 | 6 | 171 | 6 | 9 | 24 | 6 | 171 | 0.525877 | 4.235251 | 2.008214 |
| 729307 | 729321 | id1053441 | 2 | 4 | -74.003342 | 40.743839 | -73.945847 | 40.712841 | N | 1224 | 1 | 17 | 53 | 4 | 1 | 1 | 17 | 53 | 4 | 1 | 3.694577 | 10.866404 | 3.015535 |